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V. Sowmya 0001
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- affiliation: Amrita Vishwa Vidyapeetham, Amrita School of Engineering, Center for Computational Engineering and Networking (CEN), Coimbatore, India
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2020 – today
- 2024
- [j27]S. Akshay
, E. A. Gopalakrishnan, Sowmya Vishvanathan
Open Set Domain Adaptation for Classification of Dynamical States in Nonlinear Fluid Dynamical Systems. IEEE Access 12: 699-726 (2024) - [j26]K. Deepa Raj
A Visibility Graph Approach for Multi-Stage Classification of Parkinson's Disease Using Multimodal Data. IEEE Access 12: 87077-87096 (2024) - [j25]Iswarya Kannoth Veetil
An analysis of data leakage and generalizability in MRI based classification of Parkinson's Disease using explainable 2D Convolutional Neural Networks. Digit. Signal Process. 147: 104407 (2024) - [j24]Iswarya Kannoth Veetil
Robust language independent voice data driven Parkinson's disease detection. Eng. Appl. Artif. Intell. 129: 107494 (2024) - [j23]V. V. Sajith Variyar, V. Sowmya, Ramesh Sivanpillai
A multi-branch dual attention segmentation network for epiphyte drone images. Image Vis. Comput. 148: 105099 (2024) - [j22]Srividhya L, V. Sowmya, Vinaykumar Ravi
Deep learning-based approach for multi-stage diagnosis of Alzheimer's disease. Multim. Tools Appl. 83(6): 16799-16822 (2024) - [j21]Mredulraj S. Pandianchery, V. Sowmya
Centralized CNN-GRU Model by Federated Learning for COVID-19 Prediction in India. IEEE Trans. Comput. Soc. Syst. 11(1): 1362-1371 (2024) - [i9]Jayanth M, Arrun Sivasubramanian, V. Sowmya, Vinayakumar Ravi:
Enhancing Skin Disease Classification Leveraging Transformer-based Deep Learning Architectures and Explainable AI. CoRR abs/2407.14757 (2024) - 2023
- [j20]V. V. Sajith Variyar
Learning and Adaptation From Minimum Samples With Heterogeneous Quality: An Investigation of Image Segmentation Networks on Natural Dataset. IEEE Access 11: 47040-47052 (2023) - [j19]Sudhesh K. M., V. Sowmya
AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition. Eng. Appl. Artif. Intell. 120: 105836 (2023) - [j18]J. Arun Prakash, CR Asswin, K. S. Dharshan Kumar, Avinash Dora, Vinayakumar Ravi
Transfer learning approach for pediatric pneumonia diagnosis using channel attention deep CNN architectures. Eng. Appl. Artif. Intell. 123(Part B): 106416 (2023) - [j17]J. Arun Prakash, CR Asswin, Vinayakumar Ravi
Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures. Multim. Tools Appl. 82(14): 21311-21351 (2023) - [j16]J. Arun Prakash, Vinayakumar Ravi
Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images. Neural Comput. Appl. 35(11): 8259-8279 (2023) - [j15]Ganeshkumar M., Vinayakumar Ravi
Two-stage deep learning model for automate detection and classification of lung diseases. Soft Comput. 27(21): 15563-15579 (2023) - [j14]Pooja Yadav
Lung-GANs: Unsupervised Representation Learning for Lung Disease Classification Using Chest CT and X-Ray Images. IEEE Trans. Engineering Management 70(8): 2774-2786 (2023) - [j13]Ganeshkumar M.
Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram. IEEE Trans. Engineering Management 70(8): 2787-2799 (2023) - [c19]CR Asswin, J. Arun Prakash, K. S. Dharshan Kumar, Avinash Dora, V. Sowmya, Meshari Almeshari, Yasser Alzamil
Weighted Average Ensemble Approach for Pediatric Pneumonia Diagnosis Using Channel Attention Deep CNN Architectures. MIKE 2023: 250-260 - [p4]Shamika Ganesan, R. Anand, V. Sowmya
Initial Stage Identification of COVID-19 Using Capsule Networks. Smart Computer Vision 2023: 203-222 - [p3]Krishnendu C. S., V. Sowmya
Deep Learning-Based Open Set Domain Hyperspectral Image Classification Using Dimension-Reduced Spectral Features. Smart Computer Vision 2023: 273-293 - [i8]Aadharsh Aadhithya A, Abinesh S, Akshaya J, Jayanth M, Vishnu Radhakrishnan, Sowmya Vishvanathan
Learning (With) Distributed Optimization. CoRR abs/2308.05548 (2023) - [i7]Paleti Nikhil Chowdary, Sathvika P, Pranav U, Rohan S, V. Sowmya, E. A. Gopalakrishnan, Dhanya M:
Unleashing the Power of Dynamic Mode Decomposition and Deep Learning for Rainfall Prediction in North-East India. CoRR abs/2309.09336 (2023) - 2022
- [j12]Pooja Yadav
A two-stage deep learning framework for image-based android malware detection and variant classification. Comput. Intell. 38(5): 1748-1771 (2022) - [j11]Pooja Yadav
EfficientNet convolutional neural networks-based Android malware detection. Comput. Secur. 115: 102622 (2022) - [j10]Hari Theivaprakasham
Odonata identification using Customized Convolutional Neural Networks. Expert Syst. Appl. 206: 117688 (2022) - [j9]Ganesh Kumar M, Vinayakumar Ravi
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN. Multim. Tools Appl. 81(25): 36257-36273 (2022) - [i6]Mredulraj S. Pandianchery, Gopalakrishnan E. A, V. Sowmya, Vinayakumar Ravi, Soman K. P:
Explainable AI Framework for COVID-19 Prediction in Different Provinces of India. CoRR abs/2201.06997 (2022) - 2021
- [c18]N. S. Kamal, Barathi Ganesh H. B., V. V. Sajith Variyar
Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning. FICTA (1) 2021: 31-39 - [c17]Yamini Madan, Iswarya Kannoth Veetil
Synthetic Data Augmentation of MRI using Generative Variational Autoencoder for Parkinson's Disease Detection. FICTA (2) 2021: 171-178 - [c16]R. Sai Kesav, M. Bhanu Prakash, Krishanth Kumar, V. Sowmya, K. P. Soman:
Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification Using Spectrogram. ICACDS (1) 2021: 538-549 - [c15]Shamika Ganesan
Robust Malware Detection using Residual Attention Network. ICCE 2021: 1-6 - [i5]N. S. Kamal, Barathi Ganesh HB, Sajith Variyar VV, V. Sowmya, Soman K. P.:
Geometry Based Machining Feature Retrieval with Inductive Transfer Learning. CoRR abs/2108.11838 (2021) - [i4]Dev Khare, N. S. Kamal, Barathi Ganesh HB, V. Sowmya, V. V. Sajith Variyar:
Enhanced Object Detection in Floor-plan through Super Resolution. CoRR abs/2112.09844 (2021) - 2020
- [j8]Sowmya Vishvanathan
Significance of processing chrominance information for scene classification: a review. Artif. Intell. Rev. 53(2): 811-842 (2020) - [c14]Sowmya Vishvanathan, Zubair A. Baig:
Digital Forensics for Drones: A Study of Tools and Techniques. ATIS 2020: 29-41 - [c13]Krishnendu C. S., V. Sowmya
Impact of Dimension Reduced Spectral Features on Open Set Domain Adaptation for Hyperspectral Image Classification. FICTA (1) 2020: 737-746 - [c12]Sanjana K., V. Sowmya
Performance Improvement of Deep Residual Skip Convolution Neural Network for Atrial Fibrillation Classification. FICTA (1) 2020: 755-763 - [c11]Ramji Balasubramanian, V. Sowmya
Analysis of Adversarial based Augmentation for Diabetic Retinopathy Disease Grading. ICCCNT 2020: 1-5 - [c10]Isha Indhu S, Kavya S. Kumar, U. Vamsi Krishna, Neethu Mohan
Investigating the Significance of Dynamic Mode Decomposition for Fast and Accurate Parameter Estimation in Power Grids. ICCCNT 2020: 1-5 - [c9]M. T. Vyshnav, V. Sowmya
Deep Learning Based Approach for Multiple Myeloma Detection. ICCCNT 2020: 1-7 - [c8]Sriram S, Vinayakumar R., V. Sowmya
Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network. INFOCOM Workshops 2020: 740-745 - [i3]Ganesh Kumar M, Soman K. P, Gopalakrishnan E. A, Vijay Krishna Menon, V. Sowmya:
Prediction of number of cases expected and estimation of the final size of coronavirus epidemic in India using the logistic model and genetic algorithm. CoRR abs/2003.12017 (2020)
2010 – 2019
- 2019
- [j7]Vysakh S. Mohan, R. Vinayakumar, V. Sowmya
Deep rectified system for high-speed tracking in images. J. Intell. Fuzzy Syst. 36(3): 1957-1965 (2019) - [j6]Naveen Varghese Jacob, V. Sowmya
Effect of denoising on hyperspectral image classification using deep networks and kernel methods. J. Intell. Fuzzy Syst. 36(3): 2067-2073 (2019) - [c7]T. Tulasi Sasidhar, Sreelakshmi K
Land Cover Satellite Image Classification Using NDVI and SimpleCNN. ICCCNT 2019: 1-5 - [p2]Nikhil Damodaran, V. Sowmya
Scene Classification Using Transfer Learning. Recent Advances in Computer Vision 2019: 363-399 - [p1]V. Sowmya
Hyperspectral Image: Fundamentals and Advances. Recent Advances in Computer Vision 2019: 401-424 - 2018
- [j5]V. Ankarao, V. Sowmya
Multi-sensor data fusion using NIHS transform and decomposition algorithms. Multim. Tools Appl. 77(23): 30381-30402 (2018) - [j4]M. Swarna, V. Sowmya
Band selection using variational mode decomposition applied in sparsity-based hyperspectral unmixing algorithms. Signal Image Video Process. 12(8): 1463-1470 (2018) - [i2]Chippy Jayaprakash, Bharath Bhushan Damodaran, V. Sowmya, K. P. Soman:
Randomized ICA and LDA Dimensionality Reduction Methods for Hyperspectral Image Classification. CoRR abs/1804.07347 (2018) - 2017
- [j3]Sowmya Vishvanathan
Significance of perceptually relevant image decolorization for scene classification. J. Electronic Imaging 26(6): 63019 (2017) - [j2]V. Vishnu Pradeep, V. Sowmya
Application of M-band wavelet in pan-sharpening. J. Intell. Fuzzy Syst. 32(4): 3151-3158 (2017) - [j1]V. Sowmya
Significance of incorporating chrominance information for effective color-to-grayscale image conversion. Signal Image Video Process. 11(1): 129-136 (2017) - [c6]S. Dev Vishnu, Sachin Rajan, V. Sowmya
Hyperspectral image denoising: A least square approach using wavelet filters. ICACCI 2017: 805-811 - [c5]Shimil Jose, Neethu Mohan
Least square based image deblurring. ICACCI 2017: 1453-1457 - [c4]V. Sowmya
Improved color scene classification system using deep belief networks and support vector machines. ICSIPA 2017: 33-38 - [c3]V. Sowmya
Significance of contrast and structure features for an improved color image classification system. ICSIPA 2017: 210-215 - [c2]Sachin Rajan, V. Sowmya
Dependency of Various Color and Intensity Planes on CNN Based Image Classification. SIRS 2017: 167-177 - [i1]V. Sowmya, D. Govind, K. P. Soman:
Exploring the significance of using perceptually relevant image decolorization method for scene classification. CoRR abs/1712.10152 (2017) - 2016
- [c1]M. Swarna, V. Sowmya
Effect of Dimensionality Reduction on Sparsity Based Hyperspectral Unmixing. SoCPaR 2016: 429-439
Coauthor Index
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last updated on 2024-11-05 20:58 CET by the dblp team
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